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Field notes on turning business goals into AI systems, and the work of deploying them inside companies.

How a company of 50 people runs on one AI agent

Models change. People leave. The company brain is where knowledge and value compound. I take the system apart and show you what each piece does.

What Marketers Actually Do With AI Agents (When No One's Watching)

I sat down with my friend Kris to talk about what we actually do with AI agents every day. Not the hype version. The real version. Multi-VPS setups, API access engineering, $14 for 60 ad creatives, and why you should never build an agent without a backup.

Every OpenClaw Use Case I Know for E-Commerce (The Complete Map)

I mapped out every business use case I know for OpenClaw in e-commerce. Website development, advertising, analytics, research, SEO, email, customer service, creative production, and AB testing. Most of it is already in production.

Why I'm Going All-In on AI Agents

AI agents aren't chatbots. They're files on a server with a brain, tools, and memory. I've been building and deploying them for months. Here's what I've learned and why I think this changes everything.